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Comparative Analysis of Multiple Linear Regression and Random Forest in Predicting Student Academic Performance
Digital Business Intelligence Journal
Vol 2
, No 1
(2026)
This study aims to compare the performance of Multiple Linear Regression (MLR) and Random Forest Regression (RFR) in predicting student performance based on academic scores. Student performance is defined as the average of math scores, Reading Scores, and writing scores. This study uses a quantitative approach with a comparative design based on predictive modeling. The data used is secondary data from the Student Prediction dataset obtained through the Kaggle platform, which was processed using...
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PENINGKATAN LITERASI AI DAN EFISIENSI ADMINISTRASI GURU MELALUI MODEL POWERPROMPT GURU DI SMAN 1 SUSUKAN
Saefurrohman, Saefurrohman
; Soelistijadi, R
; Santosa, Dwi Budi
; Noor S, Rina Candra
; Sutanto, Felix Andreas
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
This community service program aims to improve teachers’ skills in utilizing artificial intelligence through prompt engineering at SMAN 1 Susukan, Semarang Regency. The activity was motivated by the high administrative workload and the inconsistent quality of teaching materials in implementing the Merdeka Curriculum. The Powerprompt Guru training emphasized hands-on practice in designing effective prompts using ChatGPT, enabling teachers to produce learning artifacts and school documents more qu...
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PENDAMPINGAN PENINGKATAN KOMPETENSI GURU MGMP REKAYASA PERANGKAT LUNAK DALAM PEMANFAATAN TEKNOLOGI KECERDASAN BUATAN UNTUK PEMBELAJARAN
Sulastri, Sulastri
; Zuliarso, Eri
; Diartono, Dwi Agus
; Utomo, Agus Prasetyo
; Hadikurniawati, Wiwien
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Di era digital, guru Musyawarah Guru Mata Pelajaran (MGMP) Rekayasa Perangkat Lunak (RPL) menghadapi tantangan dalam mengoptimalkan Kecerdasan Buatan (AI) karena keterbatasan pemahaman dan pelatihan yang aplikatif. Kegiatan pengabdian ini bertujuan untuk meningkatkan literasi teknologi dan kompetensi praktis guru MGMP RPL dalam mengimplementasikan AI (seperti ChatGPT, Canva AI) dan platform digital untuk menciptakan pembelajaran inovatif sesuai Kurikulum Merdeka. Program ini dilaksanakan d...
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TRANSFORMASI STRATEGI PROMOSI DIGITAL UMKM MELALUI PELATIHAN FOTO PRODUK BERBASIS PRAKTIK MEDIA SOSIAL
Muafi, Siti Liza
; Asmiarti, Yufrida
; Kusumaningtyas, Nadya
; Rohman, Farkhan Nur
; Franscikal, Aditya
; Pamungkas, Yoma Bagus
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Abstract
The development of social media has made visual content a crucial element in MSME promotional strategies. However, many MSME actors still face limitations in producing attractive product photographs that align with the characteristics of social media platforms. This Community Service Program (PKM) aimed to enhance the understanding and skills of MSME actors in Jomblang Subdistrict in product photography to support the optimization of digital promotion. The implementation method employed...
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PERBAIKAN KOMPUTER DAN PRINTER UNTUK MENINGKATKAN MUTU PELAYANAN SEKOLAH PADA MIS AL-ISLAMIYAH BATU PUTIH DESA ALILA TIMUR KECAMATAN KABOLA, KABUPATEN ALOR-NTT
Karsa, Karolina
; Potmo, Nimrot Ambrosius
; Botau, Merari
; Laure, Junaldi
; Padahana, Melisa Asnat
; Maniyeni, Ishak
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The development of information technology requires educational institutions to have adequate facilities to support administrative services and learning activities. However, limited technological infrastructure remains a challenge for schools in rural areas, including MIS Al-Islamiyah Batu Putih, Alila Timur Village, Kabola District, Alor Regency. This community service activity aims to improve school service quality through the repair of damaged computers and printers. The implementation method...
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PELATIHAN PENGGUNAAN MICROSOFT WORD PADA SISWA/SISWI DI MIS AL-ISLAMIAH BATU PUTIH, DESA ALILA TIMUR KABUPATEN ALOR, PROVINSI NTT
Lengmani, Isah E
; Ailabui, Maria
; Laaduka, Mikae
; Nenu, Muhammad A.
; Gegung, Kornelius
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The rapid development of information technology requires elementary school students to possess basic computer and word-processing skills. Microsoft Office Word is widely used in educational and administrative activities; however, initial observations revealed that many students at MIS Al-Islamiah Batu Putih lacked basic knowledge of this application. This community service activity aimed to improve students’ digital literacy and skills in using Microsoft Office Word 2016 through a structured tra...
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Pre-Service EFL Teachers’ Perceptions of Formative Assessment Literacy in Indonesian
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
The current study investigates the formative assessment literacy of Indonesian pre-service English teachers by adopting a sequential mixed-method approach. The survey data revealed that participants had a moderate level of formative assessment literacy (M = 3.02), with varying scores across three components. The conceptual domain scored the highest (M = 3.12), followed by the socio-emotional domain (M = 2.98) and the practical domain (M = 2.96). The second finding gained from the second part of...
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Analisis Etika Bisnis dan Tanggung Jawab Sosial Perusahaan dalam Menghadapi Tantangan Internal
Eka Safutri
; Marzuti Isra
; Suhendri Suhendri
; Purjianto Purjianto
; Muhammad Ghufran
; Okto Romario Tarigan
; Riski Andreansyah Nasution
; Dimas Setiawan Damanik
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 5
, No 1
(2026)
Business ethics and Corporate Social Responsibility (CSR) are crucial in addressing internal challenges faced by companies, such as organizational culture resistance, human resource (HR) limitations, and the gap between company values and daily practices. This study aims to analyze strategies to overcome these issues using a qualitative-descriptive approach through an in-depth literature review. The findings show that clear and consistent leadership communication, the implementation of a reward...
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Membangkitkan Konstitusi Batin: Membangun Kesadaran Hukum Dalam Pribadi Dan Kehidupan Bersama (Penyuluhan Hukum Di Panti sosial Pelayanan Anak Tawangmangu Karanganyar)
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Penyuluhan hukum ini bertujuan membangun kesadaran hukum melalui penguatan “konstitusi batin”, yaitu kesadaran nilai moral, etika, dan tanggung jawab dalam diri individu sebagai dasar berperilaku dalam kehidupan pribadi dan sosial. Bagi anak-anak dan remaja di panti sosial, kesadaran hukum tidak cukup hanya melalui pemahaman aturan, tetapi perlu ditumbuhkan melalui pembentukan karakter, kedisiplinan, serta penghargaan terhadap nilai-nilai Pancasila dan norma kehidupan bersama. Melalui pendekatan...
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Development of STEM-Based Interactive Learning Media for Critical Thinking Skills in Renewable Energy: Solar Power Plants
Lontar Physics Today
Vol 5
, No 1
(2026)
This study aims to develop an interactive STEM-based learning media on renewable energy-Solar Power Plant, to train high school students' critical thinking skills. The development of learning media in this study is development research that focuses on the stages of media design, media development, expert validation, and implementation through limited trials. Data collection was conducted through questionnaires. The validity of the learning media was assessed by experts at the development stage a...
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